STATISTA GLOBAL
1 Intoduction
Hello, I’m Joseph from Morocco.
Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.
I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.
Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.
This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.
2 About the project
The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.
The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.
3 EDA
3.1 market research indestry’s yearly new recruit count
3.2 statista global’s workforce status over the years
4 Workforce sample
4.1 Agne Blazyte
Job title: Junior researcher
Associated: True
Socials: https://linkedin.com/in/agne-blazyte-1a8baa112 | https://facebook.com/agne.blazyte.1
4.1.1 Agne Blazyte’s working period at statista global
4.1.2 Gantt plot of Agne Blazyte’s experience
4.2 Alexandre Arslan
Job title: Director, business development france
Associated: True
Socials: https://linkedin.com/in/alexandre-arslan | https://twitter.com/alexarslan | https://linkedin.com/in/alexandre-arslan-63ab9a21
4.2.1 Alexandre Arslan’s working period at statista global
4.2.2 Gantt plot of Alexandre Arslan’s experience
4.3 Alina Schnell
Job title: Analyst
Associated: False
Socials: https://linkedin.com/in/alina-schnell-a97091108
4.3.1 Alina Schnell’s working period at statista global
4.3.2 Gantt plot of Alina Schnell’s experience
4.4 Andrew Fernandez
Job title: Business development manager, latin america
Associated: True
Socials: https://linkedin.com/in/andrewperu | https://linkedin.com/in/drewfernandez
4.4.1 Andrew Fernandez’s working period at statista global
4.4.2 Gantt plot of Andrew Fernandez’s experience
4.5 Baptiste Bouteloup
Job title: Account manager
Associated: True
Socials: https://twitter.com/tistoub | https://linkedin.com/in/baptistebouteloup
4.5.1 Baptiste Bouteloup’s working period at statista global
4.5.2 Gantt plot of Baptiste Bouteloup’s experience
4.6 Brian O’Connor
Job title: Corporate recruiter
Associated: False
Socials: https://facebook.com/brian.oconnor.1694 | https://linkedin.com/in/brian-h-oconnor
4.6.1 Brian O’Connor’s working period at statista global
4.6.2 Gantt plot of Brian O’Connor’s experience
4.7 Chris Brabham
Job title: Senior account manager | west coast | technology, gaming and telecommunications
Associated: True
Socials: https://linkedin.com/in/chris-brabham-7a35b41b | https://linkedin.com/in/chrisbrabham1 | https://twitter.com/chris_brabham | https://facebook.com/chris.brabham.18
4.7.1 Chris Brabham’s working period at statista global
4.7.2 Gantt plot of Chris Brabham’s experience
4.8 Christina Elsing
Job title: Account-manager
Associated: True
Socials: https://linkedin.com/in/christina-elsing
4.8.1 Christina Elsing’s working period at statista global
4.8.2 Gantt plot of Christina Elsing’s experience
4.9 Christy Balita
Job title: Student assistant
Associated: True
Socials: https://linkedin.com/in/christybalita | https://linkedin.com/in/christy-ann-balita-79902352
4.9.1 Christy Balita’s working period at statista global
4.9.2 Gantt plot of Christy Balita’s experience
4.10 Cory Schulz
Job title: Senior manager customer research at statista global
Associated: True
Socials: https://linkedin.com/in/cory-schulz-0a674a75 | https://linkedin.com/in/cory-schulz-aabb343b | https://twitter.com/coryschulz86
4.10.1 Cory Schulz’s working period at statista global
4.10.2 Gantt plot of Cory Schulz’s experience
4.11 Daisuke Endo
Job title: Key account manager asia at statista global
Associated: True
Socials: https://linkedin.com/in/daisuke-endo-3a39a76
4.11.1 Daisuke Endo’s working period at statista global
4.11.2 Gantt plot of Daisuke Endo’s experience
4.12 Daniel Atkinson
Job title: Senior business development manager uk - public sector and non-profit sector
Associated: True
Socials: https://linkedin.com/in/dskatkinson | https://linkedin.com/in/daniel-atkinson-0ab61431 | https://twitter.com/dskatko
4.12.1 Daniel Atkinson’s working period at statista global
4.12.2 Gantt plot of Daniel Atkinson’s experience
4.13 Daniel Hendrych
Job title: Student research assistant
Associated: True
Socials: https://twitter.com/danielhendrych | https://linkedin.com/in/daniel-hendrych-0117253b
4.13.1 Daniel Hendrych’s working period at statista global
4.13.2 Gantt plot of Daniel Hendrych’s experience
4.14 Daniel Moorlach
Job title: Key account manager
Associated: True
Socials: https://twitter.com/moorlach | https://linkedin.com/in/daniel-moorlach-b1bb5848 | https://linkedin.com/in/danielmoorlach | https://angel.co/daniel-moorlach | https://linkedin.com/in/dmoorlach | https://facebook.com/dmoorlach
4.14.1 Daniel Moorlach’s working period at statista global
4.14.2 Gantt plot of Daniel Moorlach’s experience
4.15 Dennis Schmid
Job title: Director research europe and head of content communication
Associated: True
Socials: https://linkedin.com/in/dennis-schmid-489b592b
4.15.1 Dennis Schmid’s working period at statista global
4.15.2 Gantt plot of Dennis Schmid’s experience
4.16 Diana Elagina
Job title: Junior researcher
Associated: True
Socials: https://linkedin.com/in/diana-elagina-0b0702a6
4.16.1 Diana Elagina’s working period at statista global
4.16.2 Gantt plot of Diana Elagina’s experience
4.17 Donna Braven
Job title: Consultant
Associated: True
Socials: https://linkedin.com/in/denbraven-malkinski | https://linkedin.com/in/donna-den-braven-9133877
4.17.1 Donna Braven’s working period at statista global
4.17.2 Gantt plot of Donna Braven’s experience
4.18 Eike Hartmann
Job title: Head of research projects
Associated: True
Socials: https://linkedin.com/in/eike-hartmann-23ab212
4.18.1 Eike Hartmann’s working period at statista global
4.18.2 Gantt plot of Eike Hartmann’s experience
4.19 Eike Schröder
Job title: Head of sales and operations spain and portugal
Associated: True
Socials: https://linkedin.com/in/eike-schr%c3%b6der-23b06720
4.19.1 Eike Schröder’s working period at statista global
4.19.2 Gantt plot of Eike Schröder’s experience
4.20 Ethan Jones
Job title: Marketing intern
Associated: False
Socials: https://facebook.com/ethancarameljones | https://linkedin.com/in/ethanmjones
4.20.1 Ethan Jones’s working period at statista global
4.20.2 Gantt plot of Ethan Jones’s experience
4.21 Fatima Bocoum
Job title: Business development manager | key accounts
Associated: True
Socials: https://twitter.com/openletrdaily | https://linkedin.com/in/fatima-bocoum-4224451b | https://facebook.com/bocoumf | https://linkedin.com/in/fatimabocoum
4.21.1 Fatima Bocoum’s working period at statista global
4.21.2 Gantt plot of Fatima Bocoum’s experience
4.22 Felix Maier
Job title: Chief of staff
Associated: True
Socials: https://linkedin.com/in/felix-maier-208a26a4
4.22.1 Felix Maier’s working period at statista global
4.22.2 Gantt plot of Felix Maier’s experience
4.23 Fernanda Bartels
Job title: Editorial student assistant
Associated: True
Socials: https://twitter.com/fernandabartels | https://linkedin.com/in/fernandabferreira | https://about.me/fernandaferreira | https://meetup.com/members/25074272
4.23.1 Fernanda Bartels’s working period at statista global
4.23.2 Gantt plot of Fernanda Bartels’s experience
4.24 Filippo Ravasio
Job title: Sales manager italy
Associated: True
Socials: https://linkedin.com/in/filippo-ravasio-a7899533 | https://linkedin.com/in/filipporavasio1982
4.24.1 Filippo Ravasio’s working period at statista global
4.24.2 Gantt plot of Filippo Ravasio’s experience
4.25 Haithem Benachour
Job title: Personnel de recherche
Associated: True
Socials: https://linkedin.com/in/haithem-benachour-320073185
4.25.1 Haithem Benachour’s working period at statista global
4.25.2 Gantt plot of Haithem Benachour’s experience
4.26 Hamish Martin
Job title: Junior software developer
Associated: True
Socials: https://linkedin.com/in/hamishmartin
4.26.1 Hamish Martin’s working period at statista global
4.26.2 Gantt plot of Hamish Martin’s experience
4.27 Ivan Garduño
Job title: Head of iberian markets
Associated: True
Socials: https://linkedin.com/in/ivan-garduño-ph-d-087361134
4.27.1 Ivan Garduño’s working period at statista global
4.27.2 Gantt plot of Ivan Garduño’s experience
4.28 Jack Spearman
Job title: Research manager
Associated: True
Socials: https://linkedin.com/in/jack-spearman-12868674
4.28.1 Jack Spearman’s working period at statista global
4.28.2 Gantt plot of Jack Spearman’s experience
4.29 James Dadson
Job title: Senior business development manager | legal
Associated: True
Socials: https://linkedin.com/in/james-dadson-6207b725 | https://linkedin.com/in/jamesstevendadson | https://linkedin.com/in/jamesdadson
4.29.1 James Dadson’s working period at statista global
4.29.2 Gantt plot of James Dadson’s experience
4.30 Jannik Wunderow
Job title: Junior corporate relations manager
Associated: True
Socials: https://linkedin.com/in/jannik-wunderow-b5787a48
4.30.1 Jannik Wunderow’s working period at statista global
4.30.2 Gantt plot of Jannik Wunderow’s experience
4.31 Johann Meier
Job title: Online-marketing
Associated: True
Socials: https://linkedin.com/in/johann-julius-meier-91b5a1172
4.31.1 Johann Meier’s working period at statista global
4.31.2 Gantt plot of Johann Meier’s experience
4.32 Johannes Meindl
Job title: Group director - consulting and legal
Associated: True
Socials: https://facebook.com/meindl.johannes | https://linkedin.com/in/johannesmeindl
4.32.1 Johannes Meindl’s working period at statista global
4.32.2 Gantt plot of Johannes Meindl’s experience
4.33 Justus Klattenhoff
Job title: Marktanalyst
Associated: True
Socials: https://linkedin.com/in/justus-klattenhoff-559aba156
4.33.1 Justus Klattenhoff’s working period at statista global
4.33.2 Gantt plot of Justus Klattenhoff’s experience
4.34 Kaajal Chandi
Job title: Business development executive
Associated: False
Socials: https://linkedin.com/in/kaajal-chandi-b15016ab
4.34.1 Kaajal Chandi’s working period at statista global
4.34.2 Gantt plot of Kaajal Chandi’s experience
4.35 Karen Diaz-Smith
Job title: Key account manager
Associated: True
Socials: https://linkedin.com/in/karen-diaz-smith-1a910530 | https://facebook.com/1228650243
4.35.1 Karen Diaz-Smith’s working period at statista global
4.35.2 Gantt plot of Karen Diaz-Smith’s experience
4.36 Kit Foong
Job title: Head of asia
Associated: True
Socials: https://linkedin.com/in/kitfoong | https://facebook.com/kitfoong | https://linkedin.com/in/kit-foong-6a506913
4.36.1 Kit Foong’s working period at statista global
4.36.2 Gantt plot of Kit Foong’s experience
4.37 Ksenia Striapunina
Job title: Team lead digital markets
Associated: True
Socials: https://linkedin.com/in/ksenia-striapunina-0809a01b
4.37.1 Ksenia Striapunina’s working period at statista global
4.37.2 Gantt plot of Ksenia Striapunina’s experience
4.38 Lisa-Marie Köpke
Job title: Account-manager
Associated: True
Socials: https://linkedin.com/in/lisa-marie-köpke-494574188
4.38.1 Lisa-Marie Köpke’s working period at statista global
4.38.2 Gantt plot of Lisa-Marie Köpke’s experience
4.39 Lynda Granwal
Job title: Researcher
Associated: True
Socials: https://linkedin.com/in/lynda-granwal-74160a44
4.39.1 Lynda Granwal’s working period at statista global
4.39.2 Gantt plot of Lynda Granwal’s experience
4.40 Marcelina Szuba
Job title: Junior researcher
Associated: False
Socials: https://linkedin.com/in/marcelina-szuba
4.40.1 Marcelina Szuba’s working period at statista global
4.40.2 Gantt plot of Marcelina Szuba’s experience
4.41 Marianne Wallace
Job title: Corporate recruiter
Associated: False
Socials: https://linkedin.com/in/marianne-wallace-28486925
4.41.1 Marianne Wallace’s working period at statista global
4.41.2 Gantt plot of Marianne Wallace’s experience
4.42 Marquise Steward
Job title: Market research intern
Associated: False
Socials: https://linkedin.com/in/marquisesteward
4.42.1 Marquise Steward’s working period at statista global
4.42.2 Gantt plot of Marquise Steward’s experience
4.43 Mattias Protzmann
Job title: Co - founder
Associated: True
Socials: https://twitter.com/mprotzmann | https://crunchbase.com/person/mattias-protzmann | https://linkedin.com/in/mattias-protzmann-21aa1a14
4.43.1 Mattias Protzmann’s working period at statista global
4.43.2 Gantt plot of Mattias Protzmann’s experience
4.44 Monika Prosche
Job title: Head of accounting
Associated: True
Socials: https://linkedin.com/in/monika-prosche-b0bb9949
4.44.1 Monika Prosche’s working period at statista global
4.44.2 Gantt plot of Monika Prosche’s experience
4.45 Nicolas Bourmer
Job title: Selbststã ndiger mitarbeiter
Associated: True
Socials: https://linkedin.com/in/nicolas-bourmer-012746168
4.45.1 Nicolas Bourmer’s working period at statista global
4.45.2 Gantt plot of Nicolas Bourmer’s experience
4.46 Nicolas Loose
Job title: Head of market research
Associated: True
Socials: https://linkedin.com/in/nicolas-loose-51a5183 | https://linkedin.com/in/nicolasloose | https://facebook.com/nicolas.loose
4.46.1 Nicolas Loose’s working period at statista global
4.46.2 Gantt plot of Nicolas Loose’s experience
4.47 Niels Terfehr
Job title: Vice president - research and analysis
Associated: True
Socials: https://linkedin.com/in/niels-terfehr-4704633
4.47.1 Niels Terfehr’s working period at statista global
4.47.2 Gantt plot of Niels Terfehr’s experience
4.48 Nils Berschuck
Job title: It-systemadministrator
Associated: True
Socials: https://linkedin.com/in/nils-berschuck-651344195
4.48.1 Nils Berschuck’s working period at statista global
4.48.2 Gantt plot of Nils Berschuck’s experience
4.49 Oliver Keegan
Job title: Key account manager | e-commerce practice uk
Associated: True
Socials: https://linkedin.com/in/oliver-keegan-509783a4 | https://facebook.com/oliver.keegan
4.49.1 Oliver Keegan’s working period at statista global
4.49.2 Gantt plot of Oliver Keegan’s experience
4.50 Oliver Sánchez
Job title: Analyst - industry and country reports
Associated: True
Socials: https://linkedin.com/in/oliver-s%c3%a1nchez-77608728 | https://linkedin.com/in/oliver-silveti-sánchez-77608728 | https://linkedin.com/in/oliver-sánchez-77608728 | https://linkedin.com/in/oliver-silveti-sanchez
4.50.1 Oliver Sánchez’s working period at statista global
4.50.2 Gantt plot of Oliver Sánchez’s experience
4.51 Peter Bachmann
Job title: Regional manager scandinavia
Associated: False
Socials: https://linkedin.com/in/peter-bachmann | https://linkedin.com/in/peter-bachmann-634a021
4.51.1 Peter Bachmann’s working period at statista global
4.51.2 Gantt plot of Peter Bachmann’s experience
4.52 Puja Agarwal
Job title: Strategic market insights
Associated: True
Socials: https://linkedin.com/in/puja-agarwal-b5b1637
4.52.1 Puja Agarwal’s working period at statista global
4.52.2 Gantt plot of Puja Agarwal’s experience
4.53 Shani Ben-Moshe
Job title: Sales director, media
Associated: True
Socials: https://twitter.com/ben_shani | https://angel.co/shani-ben-moshe | https://linkedin.com/in/shani-ben-moshe-5457935
4.53.1 Shani Ben-Moshe’s working period at statista global
4.53.2 Gantt plot of Shani Ben-Moshe’s experience
4.54 Simon Brousse
Job title: Group director | canada
Associated: True
Socials: https://linkedin.com/in/simonbrousse
4.54.1 Simon Brousse’s working period at statista global
4.54.2 Gantt plot of Simon Brousse’s experience
4.55 Sophie Cunningham
Job title: Researcher and content manager
Associated: False
Socials: https://linkedin.com/in/sophie-cunningham-131190b0
4.55.1 Sophie Cunningham’s working period at statista global
4.55.2 Gantt plot of Sophie Cunningham’s experience
4.56 Tim Bünning
Job title: Grafikdesigner
Associated: True
Socials: https://linkedin.com/in/tim-bünning-3888a814a | https://facebook.com/tim.beam.148
4.56.1 Tim Bünning’s working period at statista global
4.56.2 Gantt plot of Tim Bünning’s experience
4.57 Tobias Bohnhoff
Job title: Analyst
Associated: False
Socials: https://linkedin.com/in/tobias-bohnhoff
4.57.1 Tobias Bohnhoff’s working period at statista global
4.57.2 Gantt plot of Tobias Bohnhoff’s experience
4.58 Tytti Mälkki
Job title: Analyst 2 - country and industry reports
Associated: True
Socials: https://linkedin.com/in/tytti-mälkki | https://linkedin.com/in/tytti-mälkki-4015532a
4.58.1 Tytti Mälkki’s working period at statista global
4.58.2 Gantt plot of Tytti Mälkki’s experience
4.59 Ute Wöhrmann
Job title: Senior research manager and team lead research ach
Associated: True
Socials: https://linkedin.com/in/ute-a-wöhrmann-25181130
4.59.1 Ute Wöhrmann’s working period at statista global
4.59.2 Gantt plot of Ute Wöhrmann’s experience
4.60 Zachary Lloyd
Job title: Group director, statista west coast
Associated: True
Socials: https://linkedin.com/in/zachary-lloyd-790b4770